Balsa: Learning a Query Optimizer Without Expert Demonstrations

Authors

• 1. Zongheng Yang (University of California Berkeley)
• 2. Wei-Lin Chiang (University of California Berkeley)
• 3. Sifei Luan (University of California Berkeley)
• 4. Gautam Mittal (University of California Berkeley)
• 5. Michael Luo (University of California Berkeley)
• 6. Ion Stoica (University of California Berkeley)

@inproceedings{yang_sigmod22,
        title = {{Balsa: Learning a Query Optimizer Without Expert Demonstrations}},
        author = {Yang, Zongheng and Chiang, Wei-Lin and Luan, Sifei and Mittal, Gautam and Luo, Michael and Stoica, Ion},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3517885},
        url = {https://dl.acm.org/doi/10.1145/3514221.3517885},
        year = {2022}
}

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